Pandas Profiling Report

Dataset statistics

Number of variables	20
Number of observations	385500
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	58.8 MiB
Average record size in memory	160.0 B

Variable types

Numeric	20

Alerts

`area[10]` is highly overall correlated with `area[1]` and 4 other fields	High correlation
`area[11]` is highly overall correlated with `area[13]` and 5 other fields	High correlation
`area[13]` is highly overall correlated with `area[11]` and 4 other fields	High correlation
`area[14]` is highly overall correlated with `area[11]` and 6 other fields	High correlation
`area[1]` is highly overall correlated with `area[10]` and 5 other fields	High correlation
`area[2]` is highly overall correlated with `area[3]`	High correlation
`area[3]` is highly overall correlated with `area[10]` and 5 other fields	High correlation
`area[4]` is highly overall correlated with `area[11]` and 4 other fields	High correlation
`area[5]` is highly overall correlated with `area[11]` and 5 other fields	High correlation
`area[6]` is highly overall correlated with `area[11]` and 5 other fields	High correlation
`area[8]` is highly overall correlated with `area[10]` and 6 other fields	High correlation
`area[9]` is highly overall correlated with `area[10]` and 3 other fields	High correlation
`x` is highly overall correlated with `area[13]` and 6 other fields	High correlation
`y` is highly overall correlated with `area[10]` and 4 other fields	High correlation

Reproduction

Analysis started	2024-01-12 12:42:47.014131
Analysis finished	2024-01-12 12:44:47.884579
Duration	2 minutes and 0.87 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

area[0]
Real number (ℝ)

Distinct	381355
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.3304952

Minimum	-0.58257324
Maximum	149.58904
Zeros	0
Zeros (%)	0.0%
Negative	116
Negative (%)	< 0.1%
Memory size	2.9 MiB

Quantile statistics

Minimum	-0.58257324
5-th percentile	1.511931
Q1	2.38383
median	3.3610709
Q3	5.1043681
95-th percentile	10.178866
Maximum	149.58904
Range	150.17162
Interquartile range (IQR)	2.7205382

Descriptive statistics

Standard deviation	3.4894138
Coefficient of variation (CV)	0.8057771
Kurtosis	66.016248
Mean	4.3304952
Median Absolute Deviation (MAD)	1.1903809
Skewness	5.0917397
Sum	1669405.9
Variance	12.176009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.203933105	3	< 0.1%
2.540681152	3	< 0.1%
2.786303711	3	< 0.1%
4.306799316	3	< 0.1%
1.701156616	3	< 0.1%
2.79699707	3	< 0.1%
2.082727051	3	< 0.1%
2.388041992	3	< 0.1%
3.095314941	3	< 0.1%
2.290408936	3	< 0.1%
Other values (381345)	385470	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.5825732422	1	< 0.1%
-0.5293475342	1	< 0.1%
-0.5164990234	1	< 0.1%
-0.4973010254	1	< 0.1%
-0.480645752	1	< 0.1%
-0.433972168	1	< 0.1%
-0.4319250488	1	< 0.1%
-0.4180651855	1	< 0.1%
-0.4001098633	1	< 0.1%
-0.385446167	1	< 0.1%

Value	Count	Frequency (%)
149.589043	1	< 0.1%
136.6665521	1	< 0.1%
133.0695551	1	< 0.1%
109.3110571	1	< 0.1%
100.2460333	1	< 0.1%
95.1848999	1	< 0.1%
94.04024963	1	< 0.1%
92.60354736	1	< 0.1%
87.8808197	1	< 0.1%
85.50464355	1	< 0.1%

area[1]
Real number (ℝ)

HIGH CORRELATION

Distinct	384411
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.504198

Minimum	-0.99730103
Maximum	152.5177
Zeros	0
Zeros (%)	0.0%
Negative	56
Negative (%)	< 0.1%
Memory size	2.9 MiB

Quantile statistics

Minimum	-0.99730103
5-th percentile	2.2930189
Q1	4.7558765
median	7.8865518
Q3	12.945553
95-th percentile	29.272564
Maximum	152.5177
Range	153.515
Interquartile range (IQR)	8.1896768

Descriptive statistics

Standard deviation	8.4441053
Coefficient of variation (CV)	0.80387912
Kurtosis	3.7551504
Mean	10.504198
Median Absolute Deviation (MAD)	3.6987946
Skewness	1.758514
Sum	4049368.2
Variance	71.302914
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.760314941	3	< 0.1%
7.796130371	3	< 0.1%
8.701928711	3	< 0.1%
7.823051147	2	< 0.1%
3.728522339	2	< 0.1%
4.612001953	2	< 0.1%
9.907689209	2	< 0.1%
13.49553223	2	< 0.1%
2.576600342	2	< 0.1%
11.59768799	2	< 0.1%
Other values (384401)	385477	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.9973010254	1	< 0.1%
-0.5701617432	1	< 0.1%
-0.566237793	1	< 0.1%
-0.5136602783	1	< 0.1%
-0.4972058105	1	< 0.1%
-0.3942199707	1	< 0.1%
-0.3917431641	1	< 0.1%
-0.3896899414	1	< 0.1%
-0.3690429687	1	< 0.1%
-0.3589758301	1	< 0.1%

Value	Count	Frequency (%)
152.5176996	1	< 0.1%
145.6036987	1	< 0.1%
122.160965	1	< 0.1%
121.4542615	1	< 0.1%
117.0120544	1	< 0.1%
107.976897	1	< 0.1%
101.1730835	1	< 0.1%
96.30658569	1	< 0.1%
86.8817926	1	< 0.1%
86.23358765	1	< 0.1%

area[2]
Real number (ℝ)

HIGH CORRELATION

Distinct	383324
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.2880254

Minimum	-1.7354297
Maximum	136.87216
Zeros	0
Zeros (%)	0.0%
Negative	95
Negative (%)	< 0.1%
Memory size	2.9 MiB

Quantile statistics

Minimum	-1.7354297
5-th percentile	1.7997066
Q1	3.1164604
median	4.9441736
Q3	7.8885341
95-th percentile	15.357612
Maximum	136.87216
Range	138.60759
Interquartile range (IQR)	4.7720737

Descriptive statistics

Standard deviation	4.7581129
Coefficient of variation (CV)	0.75669428
Kurtosis	13.275473
Mean	6.2880254
Median Absolute Deviation (MAD)	2.1490341
Skewness	2.5161136
Sum	2424033.8
Variance	22.639638
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.357543945	4	< 0.1%
3.262741699	3	< 0.1%
3.363134766	3	< 0.1%
2.520401611	3	< 0.1%
3.142952881	3	< 0.1%
4.193493652	3	< 0.1%
2.669830322	3	< 0.1%
2.48253418	3	< 0.1%
4.707202148	3	< 0.1%
4.724487305	3	< 0.1%
Other values (383314)	385469	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.735429687	1	< 0.1%
-1.166360474	1	< 0.1%
-1.026279297	1	< 0.1%
-0.8099230957	1	< 0.1%
-0.7416693115	1	< 0.1%
-0.7018518066	1	< 0.1%
-0.6931616211	1	< 0.1%
-0.682600708	1	< 0.1%
-0.5695043945	1	< 0.1%
-0.5102636719	1	< 0.1%

Value	Count	Frequency (%)
136.8721558	1	< 0.1%
113.5135553	1	< 0.1%
108.3531738	1	< 0.1%
92.22590332	1	< 0.1%
87.85783997	1	< 0.1%
84.62052368	1	< 0.1%
82.46864441	1	< 0.1%
81.78101807	1	< 0.1%
80.82236328	1	< 0.1%
78.86475586	1	< 0.1%

area[3]
Real number (ℝ)

HIGH CORRELATION

Distinct	384634
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.282057

Minimum	-0.46547241
Maximum	217.15825
Zeros	0
Zeros (%)	0.0%
Negative	10
Negative (%)	< 0.1%
Memory size	2.9 MiB

Quantile statistics

Minimum	-0.46547241
5-th percentile	3.6415597
Q1	6.9004971
median	10.510014
Q3	20.451969
95-th percentile	42.20369
Maximum	217.15825
Range	217.62372
Interquartile range (IQR)	13.551472

Descriptive statistics

Standard deviation	12.07951
Coefficient of variation (CV)	0.79043743
Kurtosis	1.4187524
Mean	15.282057
Median Absolute Deviation (MAD)	4.6655106
Skewness	1.401735
Sum	5891233
Variance	145.91456
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.282794189	3	< 0.1%
4.262756348	3	< 0.1%
7.547821045	3	< 0.1%
19.79847168	2	< 0.1%
12.49109802	2	< 0.1%
23.36810059	2	< 0.1%
13.25037842	2	< 0.1%
10.06262207	2	< 0.1%
7.925891113	2	< 0.1%
6.3965271	2	< 0.1%
Other values (384624)	385477	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4654724121	1	< 0.1%
-0.3459466553	1	< 0.1%
-0.2434613037	1	< 0.1%
-0.09316650391	1	< 0.1%
-0.07318664551	1	< 0.1%
-0.06622741699	1	< 0.1%
-0.05329650879	1	< 0.1%
-0.02211914062	1	< 0.1%
-0.01951965332	1	< 0.1%
-0.007261352539	1	< 0.1%

Value	Count	Frequency (%)
217.1582458	1	< 0.1%
153.298963	1	< 0.1%
121.8822687	1	< 0.1%
121.5279907	1	< 0.1%
109.2606598	1	< 0.1%
107.3340906	1	< 0.1%
103.3280176	1	< 0.1%
94.03706787	1	< 0.1%
93.56478638	1	< 0.1%
91.46968689	1	< 0.1%

area[4]
Real number (ℝ)

HIGH CORRELATION

Distinct	384188
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.5213254

Minimum	-0.49863586
Maximum	104.96812
Zeros	0
Zeros (%)	0.0%
Negative	21
Negative (%)	< 0.1%
Memory size	2.9 MiB

Quantile statistics

Minimum	-0.49863586
5-th percentile	2.3216744
Q1	4.7031204
median	7.5806259
Q3	12.014731
95-th percentile	24.837384
Maximum	104.96812
Range	105.46676
Interquartile range (IQR)	7.3116107

Descriptive statistics

Standard deviation	6.9237611
Coefficient of variation (CV)	0.72718459
Kurtosis	3.2835869
Mean	9.5213254
Median Absolute Deviation (MAD)	3.3457297
Skewness	1.6340496
Sum	3670471
Variance	47.938468
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.865856934	3	< 0.1%
6.140594482	3	< 0.1%
13.62075195	3	< 0.1%
6.967285156	3	< 0.1%
2.972354736	3	< 0.1%
5.716989136	2	< 0.1%
5.650036621	2	< 0.1%
6.837038574	2	< 0.1%
5.567172241	2	< 0.1%
7.193720703	2	< 0.1%
Other values (384178)	385475	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.4986358643	1	< 0.1%
-0.3931811523	1	< 0.1%
-0.3698272705	1	< 0.1%
-0.3513922119	1	< 0.1%
-0.3258288574	1	< 0.1%
-0.3119622803	1	< 0.1%
-0.2386529541	1	< 0.1%
-0.2331945801	1	< 0.1%
-0.2261914063	1	< 0.1%
-0.1992340088	1	< 0.1%

Value	Count	Frequency (%)
104.968125	1	< 0.1%
95.66599304	1	< 0.1%
94.38547546	1	< 0.1%
93.46904297	1	< 0.1%
88.70911987	1	< 0.1%
85.09000854	1	< 0.1%
84.97251465	1	< 0.1%
83.10847473	1	< 0.1%
81.24226074	1	< 0.1%
78.20518127	1	< 0.1%

area[5]
Real number (ℝ)

HIGH CORRELATION

Distinct	384887
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.714331

Minimum	-0.28694275
Maximum	137.89748
Zeros	0
Zeros (%)	0.0%
Negative	2
Negative (%)	< 0.1%
Memory size	2.9 MiB

Quantile statistics

Minimum	-0.28694275
5-th percentile	6.7125835
Q1	10.925126
median	17.630692
Q3	30.914978
95-th percentile	46.903253
Maximum	137.89748
Range	138.18442
Interquartile range (IQR)	19.989852

Descriptive statistics

Standard deviation	13.035837
Coefficient of variation (CV)	0.60033338
Kurtosis	-0.30928607
Mean	21.714331
Median Absolute Deviation (MAD)	8.3947174
Skewness	0.77546684
Sum	8370874.4
Variance	169.93306
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.69107666	3	< 0.1%
9.017041016	3	< 0.1%
8.571398926	2	< 0.1%
11.84531006	2	< 0.1%
19.60683594	2	< 0.1%
12.58525391	2	< 0.1%
10.11114502	2	< 0.1%
8.389014893	2	< 0.1%
13.44497803	2	< 0.1%
30.48134155	2	< 0.1%
Other values (384877)	385478	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.286942749	1	< 0.1%
-0.2517144775	1	< 0.1%
0.1102587891	1	< 0.1%
0.6065087891	1	< 0.1%
0.7407745361	1	< 0.1%
0.8548950195	1	< 0.1%
0.8578369141	1	< 0.1%
0.956418457	1	< 0.1%
1.015155029	1	< 0.1%
1.080264282	1	< 0.1%

Value	Count	Frequency (%)
137.8974792	1	< 0.1%
128.4922791	1	< 0.1%
125.3773535	1	< 0.1%
113.5456696	1	< 0.1%
97.21516235	1	< 0.1%
95.00197266	1	< 0.1%
93.73051025	1	< 0.1%
92.62693359	1	< 0.1%
91.79156738	1	< 0.1%
90.34977173	1	< 0.1%

area[6]
Real number (ℝ)

HIGH CORRELATION

Distinct	384022
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.2967059

Minimum	-1.5756348
Maximum	117.33014
Zeros	0
Zeros (%)	0.0%
Negative	55
Negative (%)	< 0.1%
Memory size	2.9 MiB

Quantile statistics

Minimum	-1.5756348
5-th percentile	2.1700065
Q1	4.1330981
median	6.7871356
Q3	10.984367
95-th percentile	27.974449
Maximum	117.33014
Range	118.90577
Interquartile range (IQR)	6.8512689

Descriptive statistics

Standard deviation	8.2530964
Coefficient of variation (CV)	0.88774416
Kurtosis	6.3420305
Mean	9.2967059
Median Absolute Deviation (MAD)	3.0955841
Skewness	2.3208371
Sum	3583880.1
Variance	68.113599
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.179180908	3	< 0.1%
10.22197266	3	< 0.1%
7.401464844	3	< 0.1%
4.967797852	3	< 0.1%
6.911901855	3	< 0.1%
9.92364502	3	< 0.1%
4.470019531	3	< 0.1%
3.14850708	3	< 0.1%
3.788173828	3	< 0.1%
4.348803711	3	< 0.1%
Other values (384012)	385470	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.575634766	1	< 0.1%
-0.5464337158	1	< 0.1%
-0.4896765137	1	< 0.1%
-0.4827404785	1	< 0.1%
-0.4823260498	1	< 0.1%
-0.4808154297	1	< 0.1%
-0.3892407227	1	< 0.1%
-0.3864587402	1	< 0.1%
-0.3785095215	1	< 0.1%
-0.375916748	1	< 0.1%

Value	Count	Frequency (%)
117.3301367	1	< 0.1%
112.1752954	1	< 0.1%
99.39188843	1	< 0.1%
95.71105652	1	< 0.1%
95.07304749	1	< 0.1%
90.77695923	1	< 0.1%
86.7103717	1	< 0.1%
86.70578125	1	< 0.1%
85.57340698	1	< 0.1%
81.27600952	1	< 0.1%

area[7]
Real number (ℝ)

Distinct	381097
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.2363584

Minimum	-1.5724854
Maximum	144.93325
Zeros	0
Zeros (%)	0.0%
Negative	179
Negative (%)	< 0.1%
Memory size	2.9 MiB

Quantile statistics

Minimum	-1.5724854
5-th percentile	1.5354187
Q1	2.4079367
median	3.3380884
Q3	4.9725035
95-th percentile	9.7603701
Maximum	144.93325
Range	146.50574
Interquartile range (IQR)	2.5645668

Descriptive statistics

Standard deviation	3.2771999
Coefficient of variation (CV)	0.77358891
Kurtosis	71.730822
Mean	4.2363584
Median Absolute Deviation (MAD)	1.1283331
Skewness	5.1476005
Sum	1633116.2
Variance	10.740039
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.132397461	4	< 0.1%
3.51220459	3	< 0.1%
3.848477173	3	< 0.1%
2.4503479	3	< 0.1%
2.977099609	3	< 0.1%
3.042197266	3	< 0.1%
2.980645752	3	< 0.1%
2.821142578	3	< 0.1%
1.752349854	3	< 0.1%
2.967480469	3	< 0.1%
Other values (381087)	385469	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.572485352	1	< 0.1%
-0.8185931396	1	< 0.1%
-0.7220355225	1	< 0.1%
-0.5922241211	1	< 0.1%
-0.5820544434	1	< 0.1%
-0.5680499268	1	< 0.1%
-0.5204467773	1	< 0.1%
-0.5190112305	1	< 0.1%
-0.4679638672	1	< 0.1%
-0.443248291	1	< 0.1%

Value	Count	Frequency (%)
144.9332507	1	< 0.1%
138.9778809	1	< 0.1%
120.0921155	1	< 0.1%
118.9848511	1	< 0.1%
104.5285767	1	< 0.1%
95.22080322	1	< 0.1%
92.78412842	1	< 0.1%
91.74645203	1	< 0.1%
86.54982605	1	< 0.1%
82.88978271	1	< 0.1%

area[8]
Real number (ℝ)

HIGH CORRELATION

Distinct	384327
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.857352

Minimum	-1.2421948
Maximum	148.48612
Zeros	0
Zeros (%)	0.0%
Negative	17
Negative (%)	< 0.1%
Memory size	2.9 MiB

Quantile statistics

Minimum	-1.2421948
5-th percentile	2.4346219
Q1	5.283902
median	8.6222369
Q3	14.814062
95-th percentile	33.153391
Maximum	148.48612
Range	149.72832
Interquartile range (IQR)	9.5301596

Descriptive statistics

Standard deviation	9.6335062
Coefficient of variation (CV)	0.81245006
Kurtosis	2.5821051
Mean	11.857352
Median Absolute Deviation (MAD)	4.1054114
Skewness	1.6276649
Sum	4571009.1
Variance	92.804441
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.983374023	3	< 0.1%
4.670336914	3	< 0.1%
6.709136963	3	< 0.1%
3.546582031	2	< 0.1%
9.440411377	2	< 0.1%
3.698666992	2	< 0.1%
13.99244141	2	< 0.1%
3.933770752	2	< 0.1%
10.56730652	2	< 0.1%
8.521959229	2	< 0.1%
Other values (384317)	385477	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.242194824	1	< 0.1%
-0.4389428711	1	< 0.1%
-0.3881079102	1	< 0.1%
-0.35625	1	< 0.1%
-0.339465332	1	< 0.1%
-0.3325756836	1	< 0.1%
-0.3118798828	1	< 0.1%
-0.2431005859	1	< 0.1%
-0.2399414062	1	< 0.1%
-0.2209179688	1	< 0.1%

Value	Count	Frequency (%)
148.486123	1	< 0.1%
113.9276703	1	< 0.1%
92.83317139	1	< 0.1%
85.30363525	1	< 0.1%
79.05072388	1	< 0.1%
78.59825928	1	< 0.1%
75.85489868	1	< 0.1%
74.18295898	1	< 0.1%
73.82571411	1	< 0.1%
72.75193848	1	< 0.1%

area[9]
Real number (ℝ)

HIGH CORRELATION

Distinct	383699
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.843535

Minimum	-2.207168
Maximum	96.623736
Zeros	0
Zeros (%)	0.0%
Negative	18
Negative (%)	< 0.1%
Memory size	2.9 MiB

Quantile statistics

Minimum	-2.207168
5-th percentile	1.8978876
Q1	3.4622562
median	5.7533383
Q3	9.3922916
95-th percentile	23.284752
Maximum	96.623736
Range	98.830904
Interquartile range (IQR)	5.9300354

Descriptive statistics

Standard deviation	6.9405197
Coefficient of variation (CV)	0.88487139
Kurtosis	6.9614469
Mean	7.843535
Median Absolute Deviation (MAD)	2.6717578
Skewness	2.3988098
Sum	3023682.8
Variance	48.170814
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.25300293	3	< 0.1%
3.833532715	3	< 0.1%
2.605157471	3	< 0.1%
5.960540771	3	< 0.1%
2.691524658	3	< 0.1%
4.440393066	3	< 0.1%
2.277757568	3	< 0.1%
3.839447021	3	< 0.1%
3.452429199	3	< 0.1%
3.829333496	3	< 0.1%
Other values (383689)	385470	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.207167969	1	< 0.1%
-0.4198376465	1	< 0.1%
-0.2881835938	1	< 0.1%
-0.2373730469	1	< 0.1%
-0.2097723389	1	< 0.1%
-0.2043041992	1	< 0.1%
-0.2032250977	1	< 0.1%
-0.1686035156	1	< 0.1%
-0.1585546875	1	< 0.1%
-0.1330993652	1	< 0.1%

Value	Count	Frequency (%)
96.62373596	1	< 0.1%
89.28724976	1	< 0.1%
88.80547852	1	< 0.1%
72.62127136	1	< 0.1%
72.00088806	1	< 0.1%
70.46192139	1	< 0.1%
70.45227844	1	< 0.1%
68.9582666	1	< 0.1%
68.2444397	1	< 0.1%
64.44408203	1	< 0.1%

area[10]
Real number (ℝ)

HIGH CORRELATION

Distinct	384809
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.479499

Minimum	0.27023926
Maximum	96.005894
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	0.27023926
5-th percentile	5.5611442
Q1	9.2624475
median	14.784152
Q3	30.412825
95-th percentile	47.963302
Maximum	96.005894
Range	95.735655
Interquartile range (IQR)	21.150377

Descriptive statistics

Standard deviation	13.938797
Coefficient of variation (CV)	0.680622
Kurtosis	-0.22840667
Mean	20.479499
Median Absolute Deviation (MAD)	7.5072791
Skewness	0.88584268
Sum	7894846.7
Variance	194.29007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.82665771	3	< 0.1%
6.974737549	3	< 0.1%
12.30714111	2	< 0.1%
8.04086731	2	< 0.1%
9.763195801	2	< 0.1%
9.513516846	2	< 0.1%
20.70158447	2	< 0.1%
7.362470703	2	< 0.1%
14.78256958	2	< 0.1%
9.698127441	2	< 0.1%
Other values (384799)	385478	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2702392578	1	< 0.1%
0.5711914062	1	< 0.1%
0.7160888672	1	< 0.1%
0.7771801758	1	< 0.1%
0.8107910156	1	< 0.1%
0.8118481445	1	< 0.1%
0.8753027344	1	< 0.1%
0.9371520996	1	< 0.1%
0.9420947266	1	< 0.1%
0.9578417969	1	< 0.1%

Value	Count	Frequency (%)
96.00589417	1	< 0.1%
94.06421021	1	< 0.1%
91.67852905	1	< 0.1%
91.35036011	1	< 0.1%
90.59869019	1	< 0.1%
89.41956543	1	< 0.1%
89.17119019	1	< 0.1%
88.62298218	1	< 0.1%
88.40623657	1	< 0.1%
88.27855835	1	< 0.1%

area[11]
Real number (ℝ)

HIGH CORRELATION

Distinct	384469
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.735731

Minimum	-0.85104126
Maximum	95.228001
Zeros	0
Zeros (%)	0.0%
Negative	8
Negative (%)	< 0.1%
Memory size	2.9 MiB

Quantile statistics

Minimum	-0.85104126
5-th percentile	2.8328495
Q1	5.8064505
median	9.013587
Q3	15.83488
95-th percentile	35.503063
Maximum	95.228001
Range	96.079042
Interquartile range (IQR)	10.028429

Descriptive statistics

Standard deviation	10.309472
Coefficient of variation (CV)	0.80949196
Kurtosis	2.2151781
Mean	12.735731
Median Absolute Deviation (MAD)	4.0484808
Skewness	1.5979274
Sum	4909624.3
Variance	106.28521
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.677099609	3	< 0.1%
7.377392578	3	< 0.1%
2.971740723	3	< 0.1%
5.650927734	3	< 0.1%
7.238400879	3	< 0.1%
7.233789062	3	< 0.1%
10.81833496	2	< 0.1%
5.534521484	2	< 0.1%
2.610888672	2	< 0.1%
4.801262207	2	< 0.1%
Other values (384459)	385474	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.8510412598	1	< 0.1%
-0.3863928223	1	< 0.1%
-0.256328125	1	< 0.1%
-0.2355834961	1	< 0.1%
-0.2106884766	1	< 0.1%
-0.05486816406	1	< 0.1%
-0.04532653809	1	< 0.1%
-0.04125	1	< 0.1%
0.09104980469	1	< 0.1%
0.2109594727	1	< 0.1%

Value	Count	Frequency (%)
95.2280011	1	< 0.1%
92.34315247	1	< 0.1%
83.3121582	1	< 0.1%
77.14263	1	< 0.1%
76.90403015	1	< 0.1%
74.68208008	1	< 0.1%
72.22021973	1	< 0.1%
71.34995544	1	< 0.1%
69.47265564	1	< 0.1%
69.24884338	1	< 0.1%

area[12]
Real number (ℝ)

Distinct	380654
Distinct (%)	98.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.8188599

Minimum	-2.0031152
Maximum	193.39015
Zeros	0
Zeros (%)	0.0%
Negative	113
Negative (%)	< 0.1%
Memory size	2.9 MiB

Quantile statistics

Minimum	-2.0031152
5-th percentile	1.394978
Q1	2.1848901
median	3.0211652
Q3	4.4898074
95-th percentile	8.8847149
Maximum	193.39015
Range	195.39326
Interquartile range (IQR)	2.3049173

Descriptive statistics

Standard deviation	2.8652063
Coefficient of variation (CV)	0.75027792
Kurtosis	92.85828
Mean	3.8188599
Median Absolute Deviation (MAD)	1.0161697
Skewness	4.9932445
Sum	1472170.5
Variance	8.209407
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.444171143	4	< 0.1%
3.23503418	3	< 0.1%
1.660136719	3	< 0.1%
1.315188599	3	< 0.1%
2.63276123	3	< 0.1%
3.252929688	3	< 0.1%
1.55921875	3	< 0.1%
2.663818359	3	< 0.1%
1.845413208	3	< 0.1%
2.095074463	3	< 0.1%
Other values (380644)	385469	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.003115234	1	< 0.1%
-1.970183105	1	< 0.1%
-1.2765625	1	< 0.1%
-0.8990319824	1	< 0.1%
-0.5905554199	1	< 0.1%
-0.5420288086	1	< 0.1%
-0.4804748535	1	< 0.1%
-0.4447583008	1	< 0.1%
-0.4411254883	1	< 0.1%
-0.4242675781	1	< 0.1%

Value	Count	Frequency (%)
193.3901459	1	< 0.1%
84.43784668	1	< 0.1%
80.87830811	1	< 0.1%
77.26261658	1	< 0.1%
76.61487671	1	< 0.1%
75.94190674	1	< 0.1%
75.6510498	1	< 0.1%
74.13657227	1	< 0.1%
73.54368774	1	< 0.1%
73.32244873	1	< 0.1%

area[13]
Real number (ℝ)

HIGH CORRELATION

Distinct	384882
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.437697

Minimum	1.107431
Maximum	120.17597
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	1.107431
5-th percentile	6.831275
Q1	11.582386
median	19.268355
Q3	31.428853
95-th percentile	47.841777
Maximum	120.17597
Range	119.06854
Interquartile range (IQR)	19.846468

Descriptive statistics

Standard deviation	13.082657
Coefficient of variation (CV)	0.58306594
Kurtosis	-0.33250461
Mean	22.437697
Median Absolute Deviation (MAD)	8.9924475
Skewness	0.74285918
Sum	8649732
Variance	171.15591
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13.02888489	3	< 0.1%
48.59344238	2	< 0.1%
21.80147705	2	< 0.1%
9.663457031	2	< 0.1%
28.35120056	2	< 0.1%
11.14979126	2	< 0.1%
7.444812012	2	< 0.1%
9.432836914	2	< 0.1%
17.69620972	2	< 0.1%
7.958648682	2	< 0.1%
Other values (384872)	385479	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.10743103	1	< 0.1%
1.389016113	1	< 0.1%
1.505531006	1	< 0.1%
1.507468262	1	< 0.1%
1.533605957	1	< 0.1%
1.558155518	1	< 0.1%
1.629433594	1	< 0.1%
1.773081055	1	< 0.1%
1.782971191	1	< 0.1%
1.788989258	1	< 0.1%

Value	Count	Frequency (%)
120.1759735	1	< 0.1%
103.3779846	1	< 0.1%
101.235437	1	< 0.1%
96.17752686	1	< 0.1%
85.15785217	1	< 0.1%
83.38744629	1	< 0.1%
81.79850586	1	< 0.1%
80.68242249	1	< 0.1%
78.87852783	1	< 0.1%
78.55229736	1	< 0.1%

area[14]
Real number (ℝ)

HIGH CORRELATION

Distinct	384148
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.9240536

Minimum	-1.9378418
Maximum	97.635488
Zeros	0
Zeros (%)	0.0%
Negative	27
Negative (%)	< 0.1%
Memory size	2.9 MiB

Quantile statistics

Minimum	-1.9378418
5-th percentile	2.1953555
Q1	4.3015195
median	7.1852386
Q3	11.774312
95-th percentile	30.811619
Maximum	97.635488
Range	99.57333
Interquartile range (IQR)	7.4727925

Descriptive statistics

Standard deviation	8.7199395
Coefficient of variation (CV)	0.87866712
Kurtosis	4.2274914
Mean	9.9240536
Median Absolute Deviation (MAD)	3.384964
Skewness	2.0305488
Sum	3825722.7
Variance	76.037346
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.715130615	3	< 0.1%
2.724588623	3	< 0.1%
9.178537598	3	< 0.1%
18.36723328	2	< 0.1%
4.886437988	2	< 0.1%
4.866540527	2	< 0.1%
8.868841553	2	< 0.1%
5.473083496	2	< 0.1%
1.696038818	2	< 0.1%
5.067962646	2	< 0.1%
Other values (384138)	385477	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.937841797	1	< 0.1%
-0.5366638184	1	< 0.1%
-0.4255847168	1	< 0.1%
-0.3385314941	1	< 0.1%
-0.2674633789	1	< 0.1%
-0.2651751709	1	< 0.1%
-0.2493457031	1	< 0.1%
-0.2438586426	1	< 0.1%
-0.2437957764	1	< 0.1%
-0.2239984131	1	< 0.1%

Value	Count	Frequency (%)
97.63548828	1	< 0.1%
87.74801025	1	< 0.1%
83.15788574	1	< 0.1%
75.10773315	1	< 0.1%
73.39594727	1	< 0.1%
72.19341003	1	< 0.1%
68.65711914	1	< 0.1%
68.071875	1	< 0.1%
67.88838135	1	< 0.1%
67.82406433	1	< 0.1%

area[15]
Real number (ℝ)

Distinct	385082
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	148.85128

Minimum	78.864384
Maximum	410.49294
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	78.864384
5-th percentile	114.99091
Q1	143.91556
median	151.38219
Q3	157.70414
95-th percentile	168.46523
Maximum	410.49294
Range	331.62856
Interquartile range (IQR)	13.788578

Descriptive statistics

Standard deviation	15.418415
Coefficient of variation (CV)	0.10358268
Kurtosis	2.6182379
Mean	148.85128
Median Absolute Deviation (MAD)	6.7927893
Skewness	-1.0522576
Sum	57382169
Variance	237.72752
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
153.2959595	3	< 0.1%
156.7461914	3	< 0.1%
148.6870361	2	< 0.1%
148.6198364	2	< 0.1%
156.6567627	2	< 0.1%
153.6525024	2	< 0.1%
137.513446	2	< 0.1%
159.7291565	2	< 0.1%
157.3373016	2	< 0.1%
157.2937622	2	< 0.1%
Other values (385072)	385478	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
78.86438354	1	< 0.1%
79.28551025	1	< 0.1%
79.87505371	1	< 0.1%
80.27753906	1	< 0.1%
80.32752686	1	< 0.1%
80.76226624	1	< 0.1%
80.77769775	1	< 0.1%
80.84243225	1	< 0.1%
81.07005127	1	< 0.1%
81.21083069	1	< 0.1%

Value	Count	Frequency (%)
410.4929407	1	< 0.1%
336.500545	1	< 0.1%
325.992843	1	< 0.1%
286.4842468	1	< 0.1%
275.9747437	1	< 0.1%
273.0831335	1	< 0.1%
262.3523181	1	< 0.1%
261.553783	1	< 0.1%
256.4822498	1	< 0.1%
254.1334998	1	< 0.1%

area[16]
Real number (ℝ)

Distinct	383625
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	583.56936

Minimum	516.38672
Maximum	614.88498
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	516.38672
5-th percentile	573.13809
Q1	579.19008
median	583.51267
Q3	587.98295
95-th percentile	594.25453
Maximum	614.88498
Range	98.498255
Interquartile range (IQR)	8.792872

Descriptive statistics

Standard deviation	6.6461752
Coefficient of variation (CV)	0.011388835
Kurtosis	3.4199235
Mean	583.56936
Median Absolute Deviation (MAD)	4.3962219
Skewness	-0.37203157
Sum	2.2496599 × 10⁸
Variance	44.171644
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
582.3966583	3	< 0.1%
581.5309387	3	< 0.1%
580.1500763	3	< 0.1%
587.9010254	3	< 0.1%
584.5345642	3	< 0.1%
580.5055389	3	< 0.1%
580.5547089	3	< 0.1%
580.9371078	3	< 0.1%
585.0649689	3	< 0.1%
584.5851868	3	< 0.1%
Other values (383615)	385470	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
516.3867249	1	< 0.1%
517.1110382	1	< 0.1%
517.1207153	1	< 0.1%
517.2366711	1	< 0.1%
517.3647491	1	< 0.1%
517.7669525	1	< 0.1%
518.1615967	1	< 0.1%
518.4816803	1	< 0.1%
518.9737762	1	< 0.1%
519.081402	1	< 0.1%

Value	Count	Frequency (%)
614.8849802	1	< 0.1%
614.7800092	1	< 0.1%
614.5624872	1	< 0.1%
614.3934729	1	< 0.1%
614.3501373	1	< 0.1%
614.1983224	1	< 0.1%
614.1614575	1	< 0.1%
614.0396957	1	< 0.1%
613.7861331	1	< 0.1%
613.6744742	1	< 0.1%

area[17]
Real number (ℝ)

Distinct	383556
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	583.06029

Minimum	513.76008
Maximum	619.09995
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	513.76008
5-th percentile	571.17398
Q1	578.26964
median	583.40162
Q3	587.87795
95-th percentile	594.22072
Maximum	619.09995
Range	105.33987
Interquartile range (IQR)	9.6083112

Descriptive statistics

Standard deviation	6.9922032
Coefficient of variation (CV)	0.011992247
Kurtosis	0.18672998
Mean	583.06029
Median Absolute Deviation (MAD)	4.7738655
Skewness	-0.17879378
Sum	2.2476974 × 10⁸
Variance	48.890906
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
581.2267578	3	< 0.1%
573.8803925	3	< 0.1%
588.9246124	3	< 0.1%
577.1004791	3	< 0.1%
583.773085	3	< 0.1%
586.6936096	3	< 0.1%
584.5795074	3	< 0.1%
579.2307037	3	< 0.1%
587.5937973	3	< 0.1%
586.8484772	3	< 0.1%
Other values (383546)	385470	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
513.760083	1	< 0.1%
514.7442322	1	< 0.1%
515.9600433	1	< 0.1%
520.4006024	1	< 0.1%
520.6585785	1	< 0.1%
521.0334869	1	< 0.1%
521.7086371	1	< 0.1%
521.9649414	1	< 0.1%
522.1683868	1	< 0.1%
522.3938965	1	< 0.1%

Value	Count	Frequency (%)
619.0999518	1	< 0.1%
612.4163263	1	< 0.1%
609.0467331	1	< 0.1%
608.5933273	1	< 0.1%
608.0197845	1	< 0.1%
608.0058075	1	< 0.1%
607.9620801	1	< 0.1%
607.8786987	1	< 0.1%
607.6796173	1	< 0.1%
607.3582077	1	< 0.1%

x
Real number (ℝ)

HIGH CORRELATION

Distinct	81
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	397.72374

Minimum	200
Maximum	600
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	200
5-th percentile	215
Q1	285
median	400
Q3	500
95-th percentile	585
Maximum	600
Range	400
Interquartile range (IQR)	215

Descriptive statistics

Standard deviation	120.5931
Coefficient of variation (CV)	0.30320822
Kurtosis	-1.197003
Mean	397.72374
Median Absolute Deviation (MAD)	110
Skewness	0.034705739
Sum	1.533225 × 10⁸
Variance	14542.697
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
235	6600	1.7%
580	6300	1.6%
565	6300	1.6%
410	6100	1.6%
405	6100	1.6%
200	5900	1.5%
590	5900	1.5%
225	5900	1.5%
355	5800	1.5%
585	5800	1.5%
Other values (71)	324800	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
200	5900	1.5%
205	5300	1.4%
210	5600	1.5%
215	5600	1.5%
220	4800	1.2%
225	5900	1.5%
230	5600	1.5%
235	6600	1.7%
240	5800	1.5%
245	5800	1.5%

Value	Count	Frequency (%)
600	5300	1.4%
595	5500	1.4%
590	5900	1.5%
585	5800	1.5%
580	6300	1.6%
575	5100	1.3%
570	5500	1.4%
565	6300	1.6%
560	5500	1.4%
555	5800	1.5%

y
Real number (ℝ)

HIGH CORRELATION

Distinct	81
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	404.10636

Minimum	200
Maximum	600
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 MiB

Quantile statistics

Minimum	200
5-th percentile	225
Q1	310
median	405
Q3	500
95-th percentile	580
Maximum	600
Range	400
Interquartile range (IQR)	190

Descriptive statistics

Standard deviation	113.65223
Coefficient of variation (CV)	0.28124336
Kurtosis	-1.1513592
Mean	404.10636
Median Absolute Deviation (MAD)	95
Skewness	-0.027233727
Sum	1.55783 × 10⁸
Variance	12916.829
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
390	6100	1.6%
485	5900	1.5%
495	5900	1.5%
540	5700	1.5%
400	5600	1.5%
395	5600	1.5%
380	5500	1.4%
375	5500	1.4%
525	5400	1.4%
520	5400	1.4%
Other values (71)	328900	85.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
200	3800	1.0%
205	3400	0.9%
210	3900	1.0%
215	3400	0.9%
220	3900	1.0%
225	4100	1.1%
230	4600	1.2%
235	4800	1.2%
240	4200	1.1%
245	4000	1.0%

Value	Count	Frequency (%)
600	4700	1.2%
595	5300	1.4%
590	4700	1.2%
585	4400	1.1%
580	4700	1.2%
575	4500	1.2%
570	4000	1.0%
565	4300	1.1%
560	3900	1.0%
555	4000	1.0%

Auto

Heatmap
Table

	area[0]	area[10]	area[11]	area[12]	area[13]	area[14]	area[15]	area[16]	area[17]	area[1]	area[2]	area[3]	area[4]	area[5]	area[6]	area[7]	area[8]	area[9]	x	y
area[0]	1.000	0.001	0.002	0.012	0.003	0.006	0.005	0.009	0.006	0.016	0.026	0.011	0.016	0.005	0.014	0.032	0.008	0.008	-0.000	0.002
area[10]	0.001	1.000	0.394	0.007	-0.093	-0.160	0.035	-0.033	-0.010	-0.502	-0.412	-0.604	-0.412	0.007	-0.057	0.004	0.500	0.664	-0.472	-0.681
area[11]	0.002	0.394	1.000	0.018	0.505	0.586	0.081	0.021	0.043	0.073	-0.210	-0.387	-0.585	-0.516	-0.518	0.002	-0.291	0.097	0.382	-0.744
area[12]	0.012	0.007	0.018	1.000	0.007	0.023	0.017	0.011	0.008	0.011	0.013	0.007	0.006	0.003	0.007	0.013	0.020	0.035	0.001	0.000
area[13]	0.003	-0.093	0.505	0.007	1.000	0.691	0.129	0.044	0.069	0.601	0.197	0.314	-0.234	-0.252	-0.471	-0.001	-0.583	-0.340	0.737	-0.131
area[14]	0.006	-0.160	0.586	0.023	0.691	1.000	0.117	0.045	0.061	0.502	0.109	0.050	-0.380	-0.528	-0.529	0.002	-0.594	-0.298	0.740	-0.314
area[15]	0.005	0.035	0.081	0.017	0.129	0.117	1.000	0.029	0.086	0.131	0.091	0.106	0.053	0.038	0.029	0.007	0.026	0.033	0.068	0.015
area[16]	0.009	-0.033	0.021	0.011	0.044	0.045	0.029	1.000	0.111	0.069	0.045	0.050	0.015	-0.004	-0.015	0.016	-0.047	-0.026	0.057	0.005
area[17]	0.006	-0.010	0.043	0.008	0.069	0.061	0.086	0.111	1.000	0.050	0.029	0.026	-0.013	-0.027	-0.029	0.005	-0.024	-0.007	0.055	0.000
area[1]	0.016	-0.502	0.073	0.011	0.601	0.502	0.131	0.069	0.050	1.000	0.466	0.561	-0.004	-0.287	-0.369	0.012	-0.625	-0.468	0.761	0.253
area[2]	0.026	-0.412	-0.210	0.013	0.197	0.109	0.091	0.045	0.029	0.466	1.000	0.535	0.205	-0.041	-0.103	0.025	-0.335	-0.299	0.382	0.403
area[3]	0.011	-0.604	-0.387	0.007	0.314	0.050	0.106	0.050	0.026	0.561	0.535	1.000	0.504	0.272	0.061	0.011	-0.399	-0.503	0.423	0.745
area[4]	0.016	-0.412	-0.585	0.006	-0.234	-0.380	0.053	0.015	-0.013	-0.004	0.205	0.504	1.000	0.640	0.543	0.016	0.111	-0.266	-0.212	0.756
area[5]	0.005	0.007	-0.516	0.003	-0.252	-0.528	0.038	-0.004	-0.027	-0.287	-0.041	0.272	0.640	1.000	0.697	0.008	0.477	0.008	-0.530	0.566
area[6]	0.014	-0.057	-0.518	0.007	-0.471	-0.529	0.029	-0.015	-0.029	-0.369	-0.103	0.061	0.543	0.697	1.000	0.016	0.515	0.061	-0.598	0.466
area[7]	0.032	0.004	0.002	0.013	-0.001	0.002	0.007	0.016	0.005	0.012	0.025	0.011	0.016	0.008	0.016	1.000	0.008	0.009	-0.003	0.002
area[8]	0.008	0.500	-0.291	0.020	-0.583	-0.594	0.026	-0.047	-0.024	-0.625	-0.335	-0.399	0.111	0.477	0.515	0.008	1.000	0.558	-0.854	-0.061
area[9]	0.008	0.664	0.097	0.035	-0.340	-0.298	0.033	-0.026	-0.007	-0.468	-0.299	-0.503	-0.266	0.008	0.061	0.009	0.558	1.000	-0.543	-0.453
x	-0.000	-0.472	0.382	0.001	0.737	0.740	0.068	0.057	0.055	0.761	0.382	0.423	-0.212	-0.530	-0.598	-0.003	-0.854	-0.543	1.000	0.003
y	0.002	-0.681	-0.744	0.000	-0.131	-0.314	0.015	0.005	0.000	0.253	0.403	0.745	0.756	0.566	0.466	0.002	-0.061	-0.453	0.003	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	area[0]	area[1]	area[2]	area[3]	area[4]	area[5]	area[6]	area[7]	area[8]	area[9]	area[10]	area[11]	area[12]	area[13]	area[14]	area[15]	area[16]	area[17]	x	y
0	2.847932	4.538778	3.132328	3.621973	7.215259	5.520791	2.079597	1.456941	13.374258	48.422567	23.152819	7.611376	2.288938	4.191909	4.884680	146.036298	583.899899	591.852768	200.0	200.0
1	5.792778	3.720435	3.267461	3.444678	6.666403	6.821667	5.481520	4.561109	14.334657	47.559857	20.574321	8.025536	11.107231	16.620582	8.758870	171.081604	580.042799	586.569646	200.0	200.0
2	2.356390	3.490490	2.929150	1.223700	1.397493	7.260222	6.073777	3.330127	11.901321	46.121189	19.456946	4.517316	2.504671	11.792258	5.340140	137.502422	580.407491	574.091695	200.0	200.0
3	2.189005	6.786200	1.544370	2.985681	5.184150	5.480527	9.393185	2.250264	12.231570	48.821906	20.897897	5.927390	1.350378	4.496741	15.789638	135.724871	579.882635	584.099483	200.0	200.0
4	3.997002	2.449456	4.211047	4.377708	1.423594	9.222847	4.218594	2.842813	11.949759	49.846171	21.795638	7.386077	3.002041	9.127136	3.366542	147.372754	590.156125	584.316142	200.0	200.0
5	9.971492	2.957784	2.624590	6.982911	1.482275	5.281024	2.291220	2.965275	12.652920	45.464076	20.281603	4.930428	2.264158	5.209758	1.966763	140.332925	583.452487	587.336729	200.0	200.0
6	3.199420	3.467053	4.050229	2.882394	7.000577	8.498645	5.942875	1.635867	17.298611	49.537381	21.998123	5.622018	1.110178	4.757458	1.965756	147.980034	577.128015	578.069411	200.0	200.0
7	2.378374	4.314651	5.093464	2.771094	2.282975	10.880707	5.674915	9.876353	13.856534	46.852839	23.059158	7.446969	2.999231	5.494473	3.421546	139.425211	581.193419	592.203421	200.0	200.0
8	1.976729	10.358022	2.611655	2.489751	1.868380	3.819865	1.796954	2.411775	11.697681	50.436769	22.971869	2.790601	5.438388	6.030239	4.504267	141.198060	578.532948	591.328584	200.0	200.0
9	8.295439	0.916721	2.147449	3.447229	14.533005	6.464778	5.164886	4.829350	11.492606	42.922931	20.538689	3.972424	2.855172	3.468632	1.554102	133.867425	578.368988	565.929508	200.0	200.0

	area[0]	area[1]	area[2]	area[3]	area[4]	area[5]	area[6]	area[7]	area[8]	area[9]	area[10]	area[11]	area[12]	area[13]	area[14]	area[15]	area[16]	area[17]	x	y
385490	3.303585	23.425786	25.781882	29.938431	9.022064	6.350109	9.655725	3.702764	2.527100	3.251506	4.854729	1.971116	1.560757	12.730112	6.730491	160.669709	584.225311	582.939546	600.0	595.0
385491	4.448760	24.636083	33.377849	34.855771	8.846143	7.411866	3.316890	1.291131	2.458395	2.239471	5.172334	1.139029	2.088369	11.271808	6.924344	158.702544	586.017749	587.180681	600.0	595.0
385492	3.147561	26.271304	31.479208	35.190833	8.997310	9.923813	3.954858	1.625714	3.740300	2.196174	1.843066	5.528488	2.314568	12.326537	12.103185	150.655151	587.558690	588.202032	600.0	595.0
385493	3.229661	30.411859	33.487274	33.557709	7.176160	9.578645	2.940881	17.834104	2.080461	2.629938	1.135713	1.703162	4.503898	13.341904	6.391071	217.010917	577.698245	591.494444	600.0	595.0
385494	2.754698	25.109598	31.564506	35.569302	8.049078	6.004530	3.311587	12.168806	3.132230	18.590367	3.950815	6.044870	5.121923	13.096035	7.766993	146.692374	593.632436	572.837117	600.0	595.0
385495	14.537390	24.781403	28.621582	32.034504	7.329171	7.175116	3.776117	1.969392	3.696760	1.712936	1.715207	1.990222	2.159707	10.650762	4.551567	153.707394	580.419676	594.565758	600.0	595.0
385496	2.011714	27.090894	28.435582	32.350015	8.177859	5.111370	3.377163	2.791040	11.568833	6.684895	8.123401	11.758268	7.565947	12.827195	4.505713	162.981252	589.105579	588.799525	600.0	595.0
385497	3.199481	24.980347	30.500351	33.456961	8.721312	7.310897	3.605681	6.078650	4.267343	2.331159	9.381399	4.862441	3.039965	13.981320	11.049597	151.267330	582.079851	589.163170	600.0	595.0
385498	6.367075	33.163073	27.110076	31.008201	5.569931	15.777069	8.902606	7.470391	6.246851	5.846973	8.463049	9.017706	16.555281	11.846003	7.560762	161.842151	589.201047	587.916994	600.0	595.0
385499	3.241678	31.294717	27.387000	30.591620	9.240368	10.317190	3.877599	1.785699	3.972903	2.189797	3.000378	18.547925	2.775803	15.069589	3.515742	151.665894	583.723657	582.576141	600.0	595.0

Overview

Variables

Interactions

Correlations

Missing values

Sample